PEFT
TensorBoard
Safetensors
llama
african-languages
multilingual
instruction-tuning
transfer-learning
4-bit precision
bitsandbytes
Instructions to use africa-intelligence/llama-8b-south-africa with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use africa-intelligence/llama-8b-south-africa with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3.1-8B-Instruct") model = PeftModel.from_pretrained(base_model, "africa-intelligence/llama-8b-south-africa") - Notebooks
- Google Colab
- Kaggle
| { | |
| "epoch": 0.9999106584472438, | |
| "total_flos": 4.151601388859687e+18, | |
| "train_loss": 1.267410275018411, | |
| "train_runtime": 31869.1034, | |
| "train_samples": 310544, | |
| "train_samples_per_second": 1.405, | |
| "train_steps_per_second": 0.176 | |
| } |